About Me

Maryam is a PhD student at Università di Udine, Italy, specializing in AI and Software Engineering Research. Her research focuses on testing deep learning systems using Generative AI models like Stable Diffusion and Large Language Models (LLMs). She aims to develop automated test generators to improve software testing accuracy and efficiency, particularly through anomaly detection and model evaluation techniques. Maryam is a software engineer with expertise in AI-driven software testing.

## **Research Interests**

Software
Testing

Generative AI &
LLM Models

Evolutionary
Computation

--- ## **Education**

Ph.D. Student

Università di Udine

Udine, Italy
2023-2025

M.Sc. Computer Science

Government University Lahore

Lahore, Pakistan
2012-2014

--- ## **Experience**

Senior Lecturer

Superior University

Lahore, Pakistan
Nov 2017 - Mar 2023

Lecturer

University South Asia

Lahore, Pakistan
Sep 2015 - Sep 2017

Lecturer

University of Gujrat

Gujrat, Pakistan
Sep 2014 - Aug 2015

Research Assistant

Government College University (GCU)

Lahore, Pakistan
Oct 2013 - Jun 2014

--- ## **Achievements** - **Merit-based PhD Scholarship** for research excellence under the **PNRR program**. - **HEC Travel Grant**, awarded for attending an academic conference in **Bangkok, Thailand**. --- ## **Skills** - **Frameworks:** PyTorch, TensorFlow, LangChain - **Tools:** Flowise, Docker, Git, Jupyter Notebook - **Programming:** Python, MATLAB, C/C++ - **Databases:** PostgreSQL, SQL - **Machine Learning & AI:** Generative AI, Deep Learning, LLM Models - **Software Engineering:** Software Testing, Quality Assurance - **Soft Skills:** Teamwork, Adaptability, Problem Solving, Time Management